notesum.ai

Published at October 30

cs.LG

cs.AI

cs.RO

Released Date: October 30, 2024

Authors: Abulikemu Abuduweili¹, Changliu Liu¹

Aff.: ¹Carnegie Mellon University

Layer	Width	Accuracy	Certified Accuracy	Lipschitz Constant
2	128	0.942	0.864	76.0
2	256	0.943	0.866	73.2
2	512	0.944	0.871	68.9
3	128	0.956	0.806	89.5
3	256	0.957	0.814	81.3
3	512	0.961	0.816	81.1
4	128	0.965	0.582	102.5
4	256	0.968	0.582	98.1
4	512	0.971	0.593	94.5